AAAI

Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization

Adam Richardson, Boi Faltings

Comments Full paper with technical Appendix to reference from AAAI conference paper

Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning

Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

Comments Accepted by AAAI 2024

Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman

Comments To appear in the Proceedings of the AAAI Conference on Artificial Intelligence (7 + 2 pages)

Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model

Lingjun Zhang, Xinyuan Chen, Yaohui Wang, Yue Lu, Yu Qiao

Comments Accepted to AAAI 2024. Code: https://github.com/ecnuljzhang/brush-your-text

HuTuMotion: Human-Tuned Navigation of Latent Motion Diffusion Models with Minimal Feedback

Gaoge Han, Shaoli Huang, Mingming Gong, Jinglei Tang

Comments Accepted by AAAI 2024 Main Track

EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering

Junjue Wang, Zhuo Zheng, Zihang Chen, Ailong Ma, Yanfei Zhong

Comments Accepted By AAAI 2024

Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model

Jie Qiao, Zhengming Chen, Jianhua Yu, Ruichu Cai, Zhifeng Hao

Comments Accepted by AAAI-2024

CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning

Chenyu Sun, Hangwei Qian, Chunyan Miao

Comments Accepted at AAAI-24

Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval

Zhihang Liu, Jun Li, Hongtao Xie, Pandeng Li, Jiannan Ge, Sun-Ao Liu, Guoqing Jin

Comments Accepted to AAAI 2024

FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

Zhenhua Yang, Dezhi Peng, Yuxin Kong, Yuyi Zhang, Cong Yao, Lianwen Jin

Comments Accepted to AAAI 2024; Github Page: https://github.com/yeungchenwa/FontDiffuser

Journal ref 38th AAAI Conference on Artificial Intelligence (AAAI2024), Vancouver, BC, Canada, 2024

Object-Aware Domain Generalization for Object Detection

Wooju Lee, Dasol Hong, Hyungtae Lim, Hyun Myung

Comments Accepted by AAAI-24. The first two authors contributed equally

VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation

Taeri Kim, Jiho Heo, Hongil Kim, Kijung Shin, Sang-Wook Kim

Comments Accepted by AAAI 2024

Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning

Yanwen Ba, Xuan Liu, Xinning Chen, Hao Wang, Yang Xu, Kenli Li, Shigeng Zhang

Comments 13 pages, 19 figures, 6 tables, to be published in AAAI 2024

Coreference Graph Guidance for Mind-Map Generation

Zhuowei Zhang, Mengting Hu, Yinhao Bai, Zhen Zhang

Comments 9 pages, 6 figures. Accepted by AAAI 2024

Fluctuation-based Adaptive Structured Pruning for Large Language Models

Yongqi An, Xu Zhao, Tao Yu, Ming Tang, Jinqiao Wang

Comments Accepted to AAAI 2024

Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling

Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li

Comments 9 pages, 4 figures, Accepted by AAAI'2024, Code and audio samples: https://github.com/walker-hyf/ECSS

Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos

Aamal Hussain, Francesco Belardinelli

Comments AAAI 2024

Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants

Wei Chen, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang

Comments Accepted by AAAI 2024

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery

Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiaozhong Liu

Comments 14 pages, 6 figures, accepted by AAAI'24

Big Learning Expectation Maximization

Yulai Cong, Sijia Li

Comments AAAI 2024

Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection

Yuwei Cao, Hao Peng, Zhengtao Yu, Philip S. Yu

Comments Accepted to AAAI 2024

Point Cloud Part Editing: Segmentation, Generation, Assembly, and Selection

Kaiyi Zhang, Yang Chen, Ximing Yang, Weizhong Zhang, Cheng Jin

Comments 9 pages, 7 figures, AAAI 2024

Neural Network Approximation for Pessimistic Offline Reinforcement Learning

Di Wu, Yuling Jiao, Li Shen, Haizhao Yang, Xiliang Lu

Comments Full version of the paper accepted to the 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction

Xinshun Wang, Qiongjie Cui, Chen Chen, Mengyuan Liu

Comments to be published in the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving

Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai

Comments Accepted by AAAI 2024

RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation

Haiming Zhang, Xu Yan, Dongfeng Bai, Jiantao Gao, Pan Wang, Bingbing Liu, Shuguang Cui, Zhen Li

Comments Accepted by AAAI 2024

Root Cause Explanation of Outliers under Noisy Mechanisms

Phuoc Nguyen, Truyen Tran, Sunil Gupta, Thin Nguyen, Svetha Venkatesh

Comments Accepted AAAI 2024

Non-Excludable Bilateral Trade Between Groups

Yixuan Even Xu, Hanrui Zhang, Vincent Conitzer

Comments 14 pages, 2 figures, 1 table, aaai 2024

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA

Lang Yu, Qin Chen, Jie Zhou, Liang He

Comments In Proceedings of The 38th Annual AAAI Conference on Artificial Intelligence

COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal

Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng

Comments Accepted by AAAI 2024